Articles tagged with sl
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures
Strudel: Learning Structured-Decomposable Probabilistic Circuits
Automatic Bayesian density analysis
Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning
Sum-product autoencoding: Encoding and decoding representations using sum-product networks
Mixed sum-product networks: A deep architecture for hybrid domains
Sum-Product Network structure learning by efficient product nodes discovery
Fast and Accurate Density Estimation with Extremely Randomized Cutset Networks
Encoding and Decoding Representations with Sum- and Max-Product Networks
Alternative Variable Splitting Methods to Learn Sum-Product Networks
Towards Representation Learning with Tractable Probabilistic Models
Multi-Label Classification with Cutset Networks
Learning Bayesian Random Cutset Forests
Learning Accurate Cutset Networks by Exploiting Decomposability
Simplifying, Regularizing and Strengthening Sum-Product Network Structure Learning